Client Report - Introduction

On this page

• Introduction
• Elevator pitch
• Question|Task 1
• Question|Task 2
• Question|Task 3

• Report an issue

Introduction

Today we will be looking at a data set that contains some interesting infromation about penguins to see if we can find any trends!

Elevator pitch

The data shows that as the body mass of a penguin increseas, so does it’s flipper length. This infomration can be used to help indentify and characterize different species of penguins.

# Learn morea about Code Cells: https://quarto.org/docs/reference/cells/cells-jupyter.html

# Include and execute your code here
df = pd.read_csv("https://raw.githubusercontent.com/byuidatascience/data4python4ds/master/data-raw/mpg/mpg.csv")

Highlight the Questions and Tasks

Question|Task 1

COPY PASTE QUESTION|TASK 1 FROM THE PROJECT HERE

• The data that will be looked at relates to Penguins and looking for trends that occur. In particular we will be looking at the body mass and flipper length to see if there is any correlation to species.

# Include and execute your code here

Question|Task 2

Penuins Chart

• As you can see, as the body mass of a penguin increseas, so does it’s flipper length. We can see that the Gentoo species has both the largest body mass and flipper length.

# Include and execute your code here


(
    ggplot(data=penguins, mapping=aes(x="flipper_length_mm", y="body_mass_g"))
    + geom_point(aes(color="species", shape="species"))
    + geom_smooth(method="lm")
    + labs(
        title="Body mass and flipper length",
        subtitle="Dimensions for Adelie, Chinstrap, and Gentoo Penguins",
        x="Flipper length (mm)",
        y="Body mass (g)",
        color="Species",
        shape="Species",
    )
)

My useless chart

Question|Task 3

Penuin Data Table

-Here is the data table that has the information about Penguins. This is the data that was used for the previous chart

# Include and execute your code here
penguins

table example {#cell-Q1-table}

	species	island	bill_length_mm	bill_depth_mm	flipper_length_mm	body_mass_g	sex	year
0	Adelie	Torgersen	39.1	18.7	181.0	3750.0	male	2007
1	Adelie	Torgersen	39.5	17.4	186.0	3800.0	female	2007
2	Adelie	Torgersen	40.3	18.0	195.0	3250.0	female	2007
3	Adelie	Torgersen	NaN	NaN	NaN	NaN	NaN	2007
4	Adelie	Torgersen	36.7	19.3	193.0	3450.0	female	2007
...	...	...	...	...	...	...	...	...
339	Chinstrap	Dream	55.8	19.8	207.0	4000.0	male	2009
340	Chinstrap	Dream	43.5	18.1	202.0	3400.0	female	2009
341	Chinstrap	Dream	49.6	18.2	193.0	3775.0	male	2009
342	Chinstrap	Dream	50.8	19.0	210.0	4100.0	male	2009
343	Chinstrap	Dream	50.2	18.7	198.0	3775.0	female	2009

344 rows × 8 columns

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